How to Use the Loop Subscriptions MCP in Google ADK

Q: How do I register the Loop Subscriptions toolset in Google ADK?

Use McpToolset with your HTTP server parameters pointing to Vinkius. Pass that toolset directly to your LlmAgent instance in Python.

Q: Can I combine Loop Subscriptions data with BigQuery using Google ADK?

Absolutely. Your agent pulls subscription details via listsubscriptions and joins that data with historical warehouse metrics stored in BigQuery.

Q: How does the Gemini model interact with subscription tools?

Gemini reads the schemas for tools like skipnextorder and resumesubscription to decide when to call them based on customer conversations.

Connect the Loop Subscriptions MCP Server to Google ADK to run enterprise-grade retention agents powered by Gemini.

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Connect Loop Subscriptions MCP to Google ADK

Create your Vinkius account to connect Loop Subscriptions to Google ADK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Loop Subscriptions with Google ADK

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Analyze high-volume subscription data with Google ADK

This MCP Server exposes `list_subscriptions` to scan subscriber data directly from Shopify. Your enterprise agent pulls entire customer cohorts into its reasoning space to identify patterns. Feeding this data directly into Vertex AI pipelines predicts churn trends. Running targeted retention campaigns becomes automated when driven by actual subscription histories.

Resolve fulfillment issues using BigQuery context

Your agent uses `list_orders` to cross-reference physical inventory levels with upcoming subscription shipments. The Google ADK framework handles the data translation between your warehouse database and Shopify. If stock is low, the agent triggers `skip_next_order` for affected customers to prevent backorder delays. Fulfillment pipelines stay active without manual support intervention.

Manage subscriber lifecycles at scale

Executing state changes across thousands of accounts secures your operations when using `pause_subscription` and `resume_subscription`. The framework coordinates these API calls while maintaining strict enterprise compliance. When an account needs modification, the agent pulls details with `get_subscription` and `get_customer` to ensure accuracy. If a customer demands exit, the agent executes `cancel_subscription` with complete audit logs.

Setup guide

Set up Loop Subscriptions MCP in Google ADK

Prerequisites

Python 3.10+ installed
google-adk package (pip install google-adk)
Active Vinkius subscription with a valid endpoint token

1

Install Google ADK

Run pip install google-adk to install the Agent Development Kit. MCP support is included via the McpToolset class.
2

Connect via SSE transport

Use McpToolset.from_server() with SseServerParams pointing to your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Create an LlmAgent

Pass the returned mcp_tools list directly to LlmAgent(tools=mcp_tools). The ADK maps each MCP tool to a native Gemini function call — no manual schema definitions required.
4

Run with any Gemini model

The agent works with any Gemini model (gemini-2.0-flash, gemini-2.5-pro, etc.). Copy the full example on the right to get started with Loop Subscriptions tools in your ADK agent.

agent.py

from google.adk.agents import LlmAgent
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import SseServerParams

# Connect to the MCP via SSE
mcp_tools, exit_stack = await McpToolset.from_server(
    connection_params=SseServerParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    )
)

# Create your agent with auto-discovered tools
agent = LlmAgent(
    name="Loop Subscriptions_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Loop Subscriptions tools via MCP.",
    tools=mcp_tools,
)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Loop Subscriptions. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Loop Subscriptions MCP in Google ADK

Use `McpToolset` with your HTTP server parameters pointing to Vinkius. Pass that toolset directly to your `LlmAgent` instance in Python.

Absolutely. Your agent pulls subscription details via `list_subscriptions` and joins that data with historical warehouse metrics stored in BigQuery.

Yes, both transport methods are supported. For cloud deployments, the HTTP transport is recommended to connect securely to your hosted Vinkius endpoint.

Gemini reads the schemas for tools like `skip_next_order` and `resume_subscription` to decide when to call them based on customer conversations.

Your Shopify merchant tokens are locked in a zero-trust environment on Vinkius. The server only transmits subscription status logs and customer contact details over encrypted channels, keeping your internal databases entirely isolated from public networks.

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